MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 1 hour, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53301 |
test11
Claim
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| 53302 |
azure-latency-mcp
Claim
Measures TCP connection latency to Azure blob storage endpoints across regions,…
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| 53303 |
Enables building AI-powered Slack apps using the Slack MCP server and OpenAI mo…
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| 53304 |
queryquarry
Claim
Double-blind talent marketplace: AIs search anonymous opted-in candidates; reve…
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| 53305 |
csv-mcp-server
Claim
Enables Claude to directly access, query, and analyze local CSV files using nat…
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| 53306 |
@intempt/mcp-server
Claim
MCP server for Intempt GrowthOS — AI content generation, brand management, know…
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| 53307 |
Kaval
Claim
Freshness gate for AI agents: verify a belief is still true against the live wo…
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| 53308 |
Ethereum RPC MPC Server
Claim
An MCP server that bridges AI models with Ethereum blockchains via all JSON-RPC…
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| 53309 |
Prometheus MCP Server
Claim
Enables AI assistants to execute PromQL queries and discover metrics within AWS…
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| 53310 |
UniFi RMCP
Claim
Rust MCP server and CLI for UniFi Network controller operations.
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| 53311 |
Nocticas
Claim
Browser QA agent that won't return a false green: verified PASS/FAIL + access-c…
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| 53312 |
perplexity-mcp
Claim
Enables AI assistants to perform web searches and deep research via Perplexity,…
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| 53313 |
treesitter-mcp
Claim
An MCP server and CLI that uses Tree-sitter to parse and analyze code.
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| 53314 |
Microsoft SQL Server
Claim
Read-only MCP for Microsoft SQL Server: metadata discovery, parameterized SELEC…
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| 53315 |
Maven Decoder MCP Server
Claim
A comprehensive MCP server for analyzing Maven jar files in the local repositor…
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| 53316 |
Full-text and structural code search for a large monorepo, exposing results as …
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| 53317 |
An MCP server that provides visual memory and context storage with knowledge gr…
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| 53318 |
FoxBridge MCP
Claim
Enables AI assistants to read and drive a real, logged-in Firefox browser, incl…
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| 53319 |
trdizin-mcp
Claim
MCP server for querying TÜBİTAK TR Dizin academic database, enabling search of …
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| 53320 |
Cisco Meraki MCP Server
Claim
Enables intelligent troubleshooting, monitoring, and configuration of Cisco Mer…
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| 53321 |
A read-only Model Context Protocol server that lets an LLM analyst interrogate …
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| 53322 |
Amicus
Claim
Multi-model LLM Council and parallel AI window for Claude Code. Fork any model,…
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| 53323 |
MCP-Bastion
Claim
Security middleware for MCP. Blocks prompt injection, PII leakage, and resource…
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| 53324 |
RGM MCP Server
Claim
Exposes analytical tools for Revenue Growth Management (RGM) using NielsenIQ da…
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| 53325 |
SimpleMcpServer
Claim
Enables AI agents (like Claude Code, Cursor) to directly operate Unity scenes v…
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| 53326 |
linear-local-mcp
Claim
Enables fast, local-only read access to Linear data via the macOS cache, allowi…
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| 53327 |
brightdata-mcp
Claim
test111
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| 53328 |
Universal MCP server for Pipedrive, enabling interaction with Pipedrive's tools…
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| 53329 |
Enables ChatGPT to interact with noCRM leads for outreach tracking, including l…
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| 53330 |
Enables querying Estonian data protection regulations, decisions, and guideline…
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| 53331 |
clawmemory-mcp
Claim
Enables claude.ai to append durable memory entries to an Obsidian vault on GitH…
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| 53332 |
MCP server for Prefect. Monitor and debug workflows, deployments, and automatio…
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| 53333 |
aws-cost-mcp
Claim
Enables querying AWS Cost and Usage Report data via Amazon Athena for cost-effe…
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| 53334 |
MCP Testing Assistant
Claim
Enables automated testing and coverage reporting for MCP services with test exe…
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| 53335 |
Anki MCP Server
Claim
An implementation that connects to locally running Anki, enabling card review a…
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| 53336 |
PD2 Lua MCP
Claim
Provides LLMs with access to Payday 2 Lua documentation and source code via 7 M…
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| 53337 |
Google Ads MCP Server
Claim
Enables interaction with Google Ads data via Claude Desktop, providing tools fo…
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| 53338 |
lecka-mcp
Claim
Race nutrition planning for endurance athletes. Calculates carb, sodium and flu…
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| 53339 |
MCP Sandbox Server
Claim
Provide a sandbox environment to test and develop MCP servers compatible with C…
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| 53340 |
codegraph
Claim
Provides AI agents with a function-level dependency graph of the codebase throu…
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| 53341 |
genlayer-docs-mcp
Claim
Enables AI assistants to search, retrieve, and browse GenLayer documentation th…
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| 53342 |
Bult
Claim
Deploy and manage Bult apps from AI coding agents.
|
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| 53343 |
loadbench-mcp
Claim
An MCP server that provides structural load and stability math (tipping, suppor…
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| 53344 |
llm-bus
Claim
Coordinate multiple AI agents over MCP: atomic claims, leases, shared ledger, h…
|
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| 53345 |
Trello MCP Server
Claim
Enables AI assistants to interact with Trello boards, cards, lists, and more th…
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| 53346 |
ffmpeg-mcp
Claim
Enables LLMs to safely execute ffmpeg and ffprobe operations by passing argumen…
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| 53347 |
mcp-threatfox
Claim
Enables searching for indicators of compromise from ThreatFox by file hash (MD5…
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| 53348 |
MySQL MCP Server
Claim
Enables secure interaction with MySQL databases through listing tables, reading…
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| 53349 |
Emin MCP Server
Claim
Provides portable working rules and tooling instructions as MCP resources, ensu…
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| 53350 |
Enables AI models to interactively explore, analyze, and manage Salesforce orga…
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